We explore the scale-dependence and correlations of jet substructure observables to improve upon existing techniques in the identification of highly Lorentz-boosted objects. Modified observables are designed to remove correlations from existing theoretically well-understood observables, providing practical advantages for experimental measurements and searches for new phenomena. We study such observables in W jet tagging and provide recommendations for observables based on considerations beyond signal and background efficiencies.
Titolo: | Thinking outside the ROCs: Designing Decorrelated Taggers (DDT) for jet substructure | |
Autori: | ||
Data di pubblicazione: | 2016 | |
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Handle: | http://hdl.handle.net/11567/876611 | |
Appare nelle tipologie: | 01.01 - Articolo su rivista |
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File | Descrizione | Tipologia | |
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Dolen2016_Article_ThinkingOutsideTheROCsDesignin.pdf | Documento in versione editoriale | Open Access Visualizza/Apri |
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